diff --git a/.github/workflows/build-docker-image.yml b/.github/workflows/build-docker-image.yml index 610db830f4..090ad16be7 100644 --- a/.github/workflows/build-docker-image.yml +++ b/.github/workflows/build-docker-image.yml @@ -14,7 +14,7 @@ permissions: env: GCP_PROJECT_ID: ${{ secrets.GCP_PROJECT_ID }} VALIDATOR_LABELS: gcp-docker-validator - RUNNER_VERSION: '2.317.0' + RUNNER_VERSION: '2.332.0' IMAGE_NAME: ghcr.io/inclusionai/areal-runtime IMAGE_TAG: test @@ -111,12 +111,12 @@ jobs: throw new Error(`Timed out waiting for builder runner ${instanceName} to come online.`); - build-and-push-image: + build-and-push-images: needs: - start-builder - name: Build and push Docker image + name: Build and push Docker images runs-on: [self-hosted, areal-docker-builder] - timeout-minutes: 180 + timeout-minutes: 240 # ~90 min/image x 2 + buffer for cache misses steps: - uses: actions/checkout@v6 @@ -132,35 +132,65 @@ jobs: username: inclusionai password: ${{ secrets.GHCR_TOKEN }} - - name: Build and push Docker image + - name: Build and push sglang image uses: docker/build-push-action@v7 with: context: . file: ./Dockerfile push: true - tags: ${{ env.IMAGE_NAME }}:${{ env.IMAGE_TAG }} + tags: ${{ env.IMAGE_NAME }}:${{ env.IMAGE_TAG }}-sglang + build-args: | + VARIANT=sglang + + - name: Build and push vllm image + uses: docker/build-push-action@v7 + with: + context: . + file: ./Dockerfile + push: true + tags: ${{ env.IMAGE_NAME }}:${{ env.IMAGE_TAG }}-vllm + build-args: | + VARIANT=vllm - name: Image details run: | - echo "✅ Docker image built and pushed successfully!" - echo "Image: ${{ env.IMAGE_NAME }}:${{ env.IMAGE_TAG }}" + echo "✅ Docker images built and pushed successfully!" + echo "Images:" + echo " - ${{ env.IMAGE_NAME }}:${{ env.IMAGE_TAG }}-sglang" + echo " - ${{ env.IMAGE_NAME }}:${{ env.IMAGE_TAG }}-vllm" echo "Commit: ${{ github.sha }}" echo "Branch: ${{ github.head_ref || github.ref_name }}" - run-tests: - name: Run tests with test image + run-tests-sglang: + name: Run tests with sglang image + needs: + - build-and-push-images + uses: ./.github/workflows/test-areal.yml + with: + image_tag: test + variant: sglang + secrets: inherit + + run-tests-vllm: + name: Run tests with vllm image needs: - - build-and-push-image + - build-and-push-images uses: ./.github/workflows/test-areal.yml with: image_tag: test + variant: vllm secrets: inherit - promote-image: - name: Promote test image to dev + promote-images: + name: Promote ${{ matrix.variant }} test image to dev needs: - - run-tests + - run-tests-sglang + - run-tests-vllm runs-on: ubuntu-latest + strategy: + fail-fast: false + matrix: + variant: [sglang, vllm] steps: - name: Log in to GitHub Container Registry uses: docker/login-action@v4 @@ -173,45 +203,53 @@ jobs: env: IMAGE_NAME: ghcr.io/inclusionai/areal-runtime run: | - docker pull $IMAGE_NAME:test - docker tag $IMAGE_NAME:test $IMAGE_NAME:dev - docker push $IMAGE_NAME:dev - echo "✅ Image promoted from :test to :dev" + docker pull $IMAGE_NAME:test-${{ matrix.variant }} + docker tag $IMAGE_NAME:test-${{ matrix.variant }} $IMAGE_NAME:dev-${{ matrix.variant }} + docker push $IMAGE_NAME:dev-${{ matrix.variant }} + echo "✅ ${{ matrix.variant }} image promoted from :test-${{ matrix.variant }} to :dev-${{ matrix.variant }}" - cleanup-test-image: - name: Delete test image from registry + cleanup-test-images: + name: Delete ${{ matrix.variant }} test image from registry needs: - - build-and-push-image - - run-tests - - promote-image - if: always() && needs.build-and-push-image.result == 'success' + - build-and-push-images + - run-tests-sglang + - run-tests-vllm + - promote-images + if: always() && needs.build-and-push-images.result == 'success' runs-on: ubuntu-latest + strategy: + fail-fast: false + matrix: + variant: [sglang, vllm] steps: - name: Delete test image from GHCR env: GH_TOKEN: ${{ secrets.GHCR_TOKEN }} run: | + PACKAGE_NAME="areal-runtime" + TAG="test-${{ matrix.variant }}" # Get the package version ID for the test tag PACKAGE_VERSION_ID=$(curl -s -H "Authorization: Bearer $GH_TOKEN" \ - "https://api.github.com/orgs/inclusionai/packages/container/areal-runtime/versions" \ - | jq -r '.[] | select(.metadata.container.tags[] == "test") | .id') + "https://api.github.com/orgs/inclusionai/packages/container/$PACKAGE_NAME/versions?per_page=100" \ + | jq -r ".[] | select(.metadata.container.tags[] == \"$TAG\") | .id") if [ -n "$PACKAGE_VERSION_ID" ] && [ "$PACKAGE_VERSION_ID" != "null" ]; then curl -X DELETE -H "Authorization: Bearer $GH_TOKEN" \ - "https://api.github.com/orgs/inclusionai/packages/container/areal-runtime/versions/$PACKAGE_VERSION_ID" - echo "✅ Deleted test image from registry" + "https://api.github.com/orgs/inclusionai/packages/container/$PACKAGE_NAME/versions/$PACKAGE_VERSION_ID" + echo "✅ Deleted ${{ matrix.variant }} test image from registry" else - echo "⚠️ Test image not found or already deleted" + echo "⚠️ ${{ matrix.variant }} test image not found or already deleted" fi stop-builder: name: Stop areal-docker-builder instance needs: - start-builder - - build-and-push-image - - run-tests - - promote-image - - cleanup-test-image + - build-and-push-images + - run-tests-sglang + - run-tests-vllm + - promote-images + - cleanup-test-images if: always() && needs.start-builder.outputs.was_running != 'true' runs-on: ubuntu-latest env: diff --git a/.github/workflows/install-test.yml b/.github/workflows/install-test.yml index 1790dcda9c..99c4e6cec5 100644 --- a/.github/workflows/install-test.yml +++ b/.github/workflows/install-test.yml @@ -77,8 +77,13 @@ jobs: # Test CUDA extras installation on Linux only (CUDA packages have Linux-only wheels) # Note: flash-attn is excluded because it requires CUDA compilation infrastructure # which is not available on standard GitHub runners + # sglang and vllm are conflicting extras, so we test each separately runs-on: ubuntu-latest - name: Install test (Linux, CUDA extras) + strategy: + fail-fast: false + matrix: + variant: [sglang, vllm] + name: Install test (Linux, CUDA extras, ${{ matrix.variant }}) steps: - name: Checkout repository @@ -96,17 +101,20 @@ jobs: - name: Install package with CUDA extras (excluding flash-attn) # flash-attn requires CUDA toolkit for compilation, skip it in CI # Test individual extras that have pre-built wheels - run: uv sync --extra vllm --extra sglang --extra megatron --extra tms + run: uv sync --extra ${{ matrix.variant }} --extra megatron --extra tms - name: Verify package import with CUDA extras run: | uv run python -c "import areal; print(f'areal version: {areal.__version__}')" - name: Verify CUDA-dependent packages are installed + env: + VARIANT: ${{ matrix.variant }} run: | uv run python -c " - import importlib.util - packages = ['vllm', 'sglang', 'megatron.core'] + import os, importlib.util + variant = os.environ['VARIANT'] + packages = [variant, 'megatron.core'] for pkg in packages: spec = importlib.util.find_spec(pkg) status = 'installed' if spec else 'not found' @@ -120,9 +128,13 @@ jobs: # and `no space on device left` errors on busy runners if: github.event_name == 'workflow_dispatch' runs-on: ubuntu-latest - name: Install test (Docker runtime image) + strategy: + fail-fast: false + matrix: + variant: [sglang, vllm] + name: Install test (Docker ${{ matrix.variant }} image) container: - image: ghcr.io/inclusionai/areal-runtime:v1.0.1 + image: ghcr.io/inclusionai/areal-runtime:dev-${{ matrix.variant }} steps: - name: Checkout repository diff --git a/.github/workflows/tag-release-image.yml b/.github/workflows/tag-release-image.yml index 835913bf91..9a4a34ad38 100644 --- a/.github/workflows/tag-release-image.yml +++ b/.github/workflows/tag-release-image.yml @@ -26,6 +26,8 @@ jobs: start-builder: name: Start areal-docker-builder instance runs-on: ubuntu-latest + outputs: + was_running: ${{ steps.start-instance.outputs.was_running }} env: INSTANCE_NAME: areal-docker-builder INSTANCE_ZONE: us-central1-f @@ -39,6 +41,7 @@ jobs: uses: google-github-actions/setup-gcloud@v3 - name: Start builder instance if stopped + id: start-instance run: | set -euo pipefail @@ -55,12 +58,14 @@ jobs: if [ "$status" = "RUNNING" ]; then echo "Instance $INSTANCE_NAME is already running." + echo "was_running=true" >> $GITHUB_OUTPUT elif [ "$status" = "TERMINATED" ] || [ "$status" = "SUSPENDED" ]; then echo "Instance $INSTANCE_NAME is $status. Starting it..." gcloud compute instances start "$INSTANCE_NAME" \ --project "$GCP_PROJECT_ID" \ --zone "$INSTANCE_ZONE" echo "Instance started successfully." + echo "was_running=false" >> $GITHUB_OUTPUT else echo "Instance $INSTANCE_NAME has unexpected status: $status" >&2 exit 1 @@ -113,9 +118,9 @@ jobs: build-and-push-release: needs: - start-builder - name: Build and push release Docker image + name: Build and push release Docker images runs-on: [self-hosted, areal-docker-builder] - timeout-minutes: 180 + timeout-minutes: 300 outputs: package_version: ${{ steps.get-version.outputs.version }} release_tag: ${{ steps.get-version.outputs.release_tag }} @@ -150,25 +155,41 @@ jobs: username: inclusionai password: ${{ secrets.GHCR_TOKEN }} - - name: Build and push Docker image + - name: Build and push sglang image uses: docker/build-push-action@v7 with: context: . file: ./Dockerfile push: true tags: | - ${{ env.IMAGE_NAME }}:${{ steps.get-version.outputs.release_tag }} + ${{ env.IMAGE_NAME }}:${{ steps.get-version.outputs.release_tag }}-sglang ${{ env.IMAGE_NAME }}:latest - ${{ env.IMAGE_NAME }}:dev + ${{ env.IMAGE_NAME }}:dev-sglang + build-args: | + VARIANT=sglang + + - name: Build and push vllm image + uses: docker/build-push-action@v7 + with: + context: . + file: ./Dockerfile + push: true + tags: | + ${{ env.IMAGE_NAME }}:${{ steps.get-version.outputs.release_tag }}-vllm + ${{ env.IMAGE_NAME }}:dev-vllm + build-args: | + VARIANT=vllm - name: Image details run: | - echo "Docker image built and pushed successfully!" + echo "Docker images built and pushed successfully!" echo "Image: ${{ env.IMAGE_NAME }}" echo "Tags:" - echo " - ${{ steps.get-version.outputs.release_tag }}" - echo " - latest" - echo " - dev" + echo " - ${{ steps.get-version.outputs.release_tag }}-sglang" + echo " - ${{ steps.get-version.outputs.release_tag }}-vllm" + echo " - latest (sglang)" + echo " - dev-sglang" + echo " - dev-vllm" echo "Release: ${{ github.event.release.name || github.event.inputs.tag }}" echo "Commit: ${{ github.sha }}" @@ -177,7 +198,7 @@ jobs: needs: - build-and-push-release - start-builder - if: always() + if: always() && needs.start-builder.outputs.was_running != 'true' runs-on: ubuntu-latest env: INSTANCE_NAME: areal-docker-builder diff --git a/.github/workflows/test-areal.yml b/.github/workflows/test-areal.yml index 8226052647..143b070c71 100644 --- a/.github/workflows/test-areal.yml +++ b/.github/workflows/test-areal.yml @@ -5,6 +5,21 @@ on: branches: [main] types: [labeled] workflow_dispatch: + inputs: + image_tag: + description: 'Docker image tag to use for testing' + required: false + type: string + default: 'dev' + variant: + description: 'Image variant to test' + required: false + type: choice + options: + - both + - sglang + - vllm + default: 'both' workflow_call: inputs: image_tag: @@ -12,34 +27,59 @@ on: required: false type: string default: 'dev' + variant: + description: 'Image variant (sglang or vllm)' + required: false + type: string + default: 'both' concurrency: - group: areal-unit-tests-${{ github.ref }} + group: areal-unit-tests-${{ github.ref }}-${{ inputs.variant || 'both' }} cancel-in-progress: true env: GCP_PROJECT_ID: ${{ secrets.GCP_PROJECT_ID }} - RUNNER_LABELS: gcp-a2-highgpu-2g - RUNNER_VERSION: '2.317.0' + RUNNER_VERSION: '2.332.0' GCP_OS_IMAGE: areal-cicd-test-202602030 - CONTAINER_IMAGE: ghcr.io/inclusionai/areal-runtime:${{ inputs.image_tag || 'dev' }} jobs: + determine-variants: + name: Determine test variants + runs-on: ubuntu-latest + outputs: + matrix: ${{ steps.set-matrix.outputs.matrix }} + steps: + - name: Set variant matrix + id: set-matrix + run: | + VARIANT="${{ inputs.variant || 'both' }}" + if [ "$VARIANT" = "both" ]; then + echo 'matrix=["sglang","vllm"]' >> "$GITHUB_OUTPUT" + else + echo "matrix=[\"$VARIANT\"]" >> "$GITHUB_OUTPUT" + fi + provision-runner: if: | github.event_name == 'workflow_call' || contains(github.event.pull_request.labels.*.name, 'safe-to-test') || github.event_name == 'workflow_dispatch' - name: Provision GCP runner with 2 A100 GPUs + needs: + - determine-variants + name: Provision GCP runner (${{ matrix.variant }}) runs-on: ubuntu-latest - outputs: - instance_name: ${{ steps.vars.outputs.instance_name }} - instance_zone: ${{ steps.create-instance.outputs.zone }} + strategy: + fail-fast: false + matrix: + variant: ${{ fromJson(needs.determine-variants.outputs.matrix) }} + env: + CONTAINER_IMAGE: ghcr.io/inclusionai/areal-runtime:${{ inputs.image_tag || 'dev' }}-${{ matrix.variant }} + RUNNER_LABELS: gcp-a2-highgpu-2g,variant-${{ matrix.variant }} steps: - name: Set instance variables id: vars run: | - echo "instance_name=gcp-runner-${{ github.run_id }}" >> "$GITHUB_OUTPUT" + echo "instance_name=gcp-runner-${{ github.run_id }}-${{ matrix.variant }}" >> "$GITHUB_OUTPUT" - name: Authenticate to Google Cloud uses: google-github-actions/auth@v3 @@ -176,7 +216,7 @@ jobs: --max-run-duration "2h" \ --instance-termination-action DELETE \ --scopes "https://www.googleapis.com/auth/cloud-platform" \ - --metadata repo=${{ github.repository }},runner_labels=${RUNNER_LABELS} \ + --metadata "^::^repo=${{ github.repository }}::runner_labels=${RUNNER_LABELS}" \ --metadata-from-file startup-script=startup-script.sh,runner_token=runner-token.txt then echo "Successfully created instance in $zone." @@ -243,17 +283,26 @@ jobs: contains(github.event.pull_request.labels.*.name, 'safe-to-test') || github.event_name == 'workflow_dispatch' needs: + - determine-variants - provision-runner - name: Run AReaL tests + name: Run AReaL tests (${{ matrix.variant }}) + strategy: + fail-fast: false + matrix: + variant: ${{ fromJson(needs.determine-variants.outputs.matrix) }} environment: name: AReaL-unittests permissions: contents: read - runs-on: [self-hosted, gcp-a2-highgpu-2g] + runs-on: + - self-hosted + - gcp-a2-highgpu-2g + - "variant-${{ matrix.variant }}" timeout-minutes: 120 env: # Activate the venv created in the Docker image VIRTUAL_ENV: /AReaL/.venv + EXCLUDE_BACKEND: ${{ matrix.variant == 'sglang' && 'vllm' || 'sglang' }} steps: - uses: actions/checkout@v6 @@ -272,7 +321,7 @@ jobs: VIRTUAL_ENV: /AReaL/.venv run: | export PATH="/AReaL/.venv/bin:$PATH" - pytest -m "not slow or ci" --durations=20 -s -vv tests/test_*.py tests/experimental/ + pytest -m "(not slow or ci) and not ${EXCLUDE_BACKEND}" --durations=20 -s -vv tests/test_*.py tests/experimental/ - name: Run SFT integration tests env: @@ -283,7 +332,7 @@ jobs: VIRTUAL_ENV: /AReaL/.venv run: | export PATH="/AReaL/.venv/bin:$PATH" - pytest -s -vv tests/sft/ + pytest -m "not ${EXCLUDE_BACKEND}" -s -vv tests/sft/ - name: Run GRPO integration tests env: @@ -294,18 +343,20 @@ jobs: VIRTUAL_ENV: /AReaL/.venv run: | export PATH="/AReaL/.venv/bin:$PATH" - pytest -s -vv tests/grpo/ + pytest -m "not ${EXCLUDE_BACKEND}" -s -vv tests/grpo/ cleanup: - name: Tear down GCP runner + name: Tear down GCP runner (${{ matrix.variant }}) needs: + - determine-variants - unit-tests - provision-runner - if: always() + if: always() && needs.determine-variants.result != 'skipped' && needs.provision-runner.result != 'skipped' runs-on: ubuntu-latest - env: - INSTANCE_NAME: ${{ needs.provision-runner.outputs.instance_name }} - INSTANCE_ZONE: ${{ needs.provision-runner.outputs.instance_zone }} + strategy: + fail-fast: false + matrix: + variant: ${{ fromJson(needs.determine-variants.outputs.matrix) }} steps: - name: Authenticate to Google Cloud uses: google-github-actions/auth@v3 @@ -316,9 +367,22 @@ jobs: uses: google-github-actions/setup-gcloud@v3 - name: Delete runner instance + env: + INSTANCE_NAME: gcp-runner-${{ github.run_id }}-${{ matrix.variant }} run: | - if [ -z "$INSTANCE_NAME" ] || [ -z "$INSTANCE_ZONE" ]; then - echo "No instance details recorded; skipping cleanup." + # Look up instance zone dynamically since matrix job outputs + # cannot be consumed per-element by downstream matrix jobs. + # Only suppress "not found" — propagate real errors. + INSTANCE_ZONE=$(gcloud compute instances list \ + --project "$GCP_PROJECT_ID" \ + --filter="name=$INSTANCE_NAME" \ + --format="value(zone)") || { + echo "⚠️ gcloud lookup failed (exit $?), instance may need manual cleanup" + INSTANCE_ZONE="" + } + + if [ -z "$INSTANCE_ZONE" ]; then + echo "Instance $INSTANCE_NAME not found; skipping cleanup." exit 0 fi diff --git a/.opencode/command/update-docker-image.md b/.opencode/command/update-docker-image.md new file mode 100644 index 0000000000..f2629555b6 --- /dev/null +++ b/.opencode/command/update-docker-image.md @@ -0,0 +1,92 @@ +--- +description: Update the `Dockerfile` inside this repo given the package version from the input, and use github CI to build and test the new image. +--- + +## Usage + +``` +/update-docker-image $VERSION +``` + +**Arguments (`$VERSION`):** a list of pinned package versions, such as "sglang==0.5.9 +vllm==0.10.1 torch==2.10.1" + +## Architecture + +The Dockerfile produces two image variants from a single file: + +- `ghcr.io/inclusionai/areal-runtime:{tag}-sglang` — SGLang inference backend +- `ghcr.io/inclusionai/areal-runtime:{tag}-vllm` — vLLM inference backend + +Both variants share the same base image (`lmsysorg/sglang:…`) and identical layers up to +STAGE 3. Only `ARG VARIANT` (declared late for cache efficiency) controls which +inference backend is installed via `--extra ${VARIANT}`. + +The `latest` tag always points to the sglang variant. + +## Workflow + +1. **Validate versions.** Update the version requirements in @pyproject.toml according + to the input. Validate that the provided versions exist in the pip registry. + Otherwise, exit and raise an error report to the user. Keep other dependency versions + unchanged in this step. + +1. **Check upstream dependency compatibility.** For the following packages, browse the + GitHub repo and check for dependency version mismatches with AReaL: + + - For sglang, check + `https://github.com/sgl-project/sglang/blob/v${version}/python/pyproject.toml` + - For vllm, check + `https://github.com/vllm-project/vllm/blob/v${version}/pyproject.toml` + +1. **Resolve dependency conflicts** and report to user. + + If there's no inconsistency between the above packages, and it only conflicts with + AReaL, update AReaL's version. + + If the above packages have mutual conflict, summarize and report to user, then you + MUST ask the user for resolution. + + Output format: + + ``` + Summary + + --- + Updated Packages (no actions required): + - ${name}, ${packageA} requires ${packageAVersion}, ${packageB} requires ${packageBVersion}, AReaL specified ${version}, updated to ${version} + - ... + + --- + Mismatched Packages (need to resolve): + + - ${name}, ${packageA} requires ${packageAVersion}, ${packageB} requires ${packageBVersion} + - ... + ``` + +1. **Update @pyproject.toml** according to the user's conflict resolution. You may use + `override-dependencies` in `[tool.uv]` to force-pin versions where needed. Remember + that `sglang` and `vllm` are declared as **conflicting extras** — never install both. + +1. **Validate** that the conflicts in step 3 have been all resolved. If not, return to + step 3 and you MUST ask the user again. + +1. **Lock dependencies.** Run `uv lock` to regenerate `uv.lock`. If errors occur, return + to step 3 — you must ask the user for resolution before modifying and trying again. + +1. **Update the Dockerfile** if needed. The Dockerfile uses only `ARG VARIANT` (no + `ARG BASE_IMAGE`) to select between sglang and vllm. All layers before the VARIANT + declaration are shared between both variants for Docker cache efficiency. + + Only modify the Dockerfile if the base image, system packages, or build steps need to + change (e.g., new base image URL, new CUDA version). Do NOT modify it just for + pyproject.toml version bumps — `uv pip install -r pyproject.toml` handles that + automatically. + +1. **Create a PR and trigger CI.** Use the `/create-pr` command to create a PR, then + trigger the CI workflow manually via `.github/workflows/build-docker-image.yml`. + + The docker build CI builds both sglang and vllm images, then automatically triggers + testing on each. Debug until the overall workflow succeeds. + + If you encounter issues that cannot be resolved, ask the user for help. diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index bebbc29a7a..a9c50b45c8 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -17,6 +17,7 @@ repos: hooks: - id: check-yaml files: \.(yaml|yml)$ + exclude: \.github/workflows/ - id: end-of-file-fixer files: \.(py|md|yaml|yml|c|cc|cxx|cpp|h|hpp|hxx|cu|cuh|ipynb)$ - id: trailing-whitespace diff --git a/AGENTS.md b/AGENTS.md index 90fe2f7aa0..9036ce8340 100644 --- a/AGENTS.md +++ b/AGENTS.md @@ -8,7 +8,7 @@ ```bash # Environment -uv sync --extra cuda # dependencies (or `uv sync` without CUDA) +uv sync --extra cuda # CUDA + SGLang inference (default); for vLLM: --extra cuda-train --extra vllm source .venv/bin/activate # activate venv BEFORE pre-commit or git commit if venv exists pre-commit install --install-hooks # hooks: Ruff, clang-format, mdformat, nbstripout, conventional-commits pre-commit run --all-files # lint + format everything diff --git a/CLAUDE.md b/CLAUDE.md index a9c890e5c1..2ad2cf9bac 100644 --- a/CLAUDE.md +++ b/CLAUDE.md @@ -39,7 +39,7 @@ python --version # Requires 3.12+ uv --version # Install: https://docs.astral.sh/uv/ # Sync dependencies -uv sync --extra cuda # With CUDA support (or `uv sync` without CUDA) +uv sync --extra cuda # CUDA + SGLang inference (default) uv sync --group dev # Include dev/test packages uv run python3 areal/tools/validate_installation.py # Validate installation diff --git a/Dockerfile b/Dockerfile index ef80f6ec2f..5140a5f7b9 100644 --- a/Dockerfile +++ b/Dockerfile @@ -1,3 +1,10 @@ +# Supports sglang and vllm variants via the VARIANT build argument. +# All layers before STAGE 3 are shared across variants for cache reuse. +# +# Usage: +# docker build -t areal-runtime:dev-sglang . # default (sglang) +# docker build --build-arg VARIANT=vllm -t areal-runtime:dev-vllm . # vllm variant + FROM lmsysorg/sglang:v0.5.7-cu129-amd64-runtime WORKDIR / @@ -155,12 +162,16 @@ RUN curl -fsSL https://fnm.vercel.app/install | bash -s -- --install-dir "$FNM_D # C++ packages that aren't in uv.lock. ############################################################## +# Declare VARIANT here (not at top) so all layers above share cache across variants. +# ARG values affect Docker cache from first usage onwards. +ARG VARIANT=sglang + # Install the project's dependencies (not the project itself) # This adds packages without removing unlisted ones (like our C++ packages) -# Use --extra cuda to install all CUDA-dependent packages (sglang, vllm, megatron, tms) +# VARIANT selects the inference backend (sglang or vllm) RUN --mount=type=cache,target=/root/.cache/uv \ --mount=type=bind,source=pyproject.toml,target=pyproject.toml \ - uv pip install -r pyproject.toml --extra cuda --group dev + uv pip install -r pyproject.toml --extra ${VARIANT} --extra cuda-train --group dev ############################################################## # STAGE 4: Misc fixes and final setup @@ -191,3 +202,7 @@ RUN uv pip install --no-deps -e /AReaL # Place executables in the environment at the front of the path ENV PATH="/AReaL/.venv/bin:$PATH" + +# Reset entrypoint (some base images set custom entrypoints; this ensures /bin/bash) +ENTRYPOINT [] +CMD ["/bin/bash"] diff --git a/README.md b/README.md index 9b209ec01c..ee753bd478 100644 --- a/README.md +++ b/README.md @@ -99,7 +99,7 @@ First, install the package: git clone https://github.com/inclusionAI/AReaL cd AReaL pip install uv -uv sync --extra cuda +uv sync --extra cuda # installs training packages + SGLang (default inference backend) ``` Our training scripts automatically download the required dataset (openai/gsm8k) and @@ -266,8 +266,9 @@ cd AReaL # Install uv and sync dependencies pip install uv -# Use `--extra cuda` on Linux with CUDA for full functionality +# Use `--extra cuda` on Linux with CUDA (installs training packages + SGLang) uv sync --extra cuda --group dev +# For vLLM instead: uv sync --extra cuda-train --extra vllm --group dev # Or without CUDA support # uv sync --group dev diff --git a/areal/tools/validate_docker_installation.py b/areal/tools/validate_docker_installation.py index 52873f28d0..31970d3ed3 100755 --- a/areal/tools/validate_docker_installation.py +++ b/areal/tools/validate_docker_installation.py @@ -43,14 +43,14 @@ class DockerInstallationValidator(BaseInstallationValidator): } # Add Docker-specific packages to critical list + # Note: sglang/vllm are NOT listed here — they are mutually exclusive + # and are added dynamically in parse_pyproject() based on what's installed CRITICAL_PACKAGES = { *BaseInstallationValidator.CRITICAL_PACKAGES, "grouped_gemm", "apex", "transformer_engine", "flash_attn_3", - "vllm", - "sglang", "megatron-core", "mbridge", } @@ -58,6 +58,15 @@ class DockerInstallationValidator(BaseInstallationValidator): def __init__(self, pyproject_path: Path | None = None): super().__init__(pyproject_path) + @staticmethod + def _is_package_importable(name: str) -> bool: + """Check if a package can be actually imported (not just spec-found).""" + try: + __import__(name) + return True + except (ImportError, ModuleNotFoundError): + return False + def parse_pyproject(self): """Parse pyproject.toml and add Docker-specific packages.""" super().parse_pyproject() @@ -72,9 +81,43 @@ def parse_pyproject(self): self.add_additional_package("transformer_engine", required=True) self.add_additional_package("flash_attn_3", required=False) - # Add optional extras that are installed in Docker via --extra flags - self.add_additional_package("sglang", "==0.5.7", required=True) - self.add_additional_package("vllm", "==0.14.0", required=True) + # Auto-detect which inference backend variant is installed. + # Each Docker image has exactly one of sglang or vllm. + has_sglang = self._is_package_importable("sglang") + has_vllm = self._is_package_importable("vllm") + + if has_sglang and has_vllm: + print( + " ⚠ ERROR: Both sglang and vllm detected" + " — Docker image should have exactly one" + ) + self.critical_failures.append( + "Both sglang and vllm installed (should be mutually exclusive)" + ) + + if has_sglang: + self.add_additional_package("sglang", "==0.5.7", required=True) + self.CRITICAL_PACKAGES = {*self.CRITICAL_PACKAGES, "sglang"} + print(" Detected variant: sglang") + else: + self.add_additional_package("sglang", required=False) + + if has_vllm: + self.add_additional_package("vllm", "==0.14.0", required=True) + self.CRITICAL_PACKAGES = {*self.CRITICAL_PACKAGES, "vllm"} + print(" Detected variant: vllm") + else: + self.add_additional_package("vllm", required=False) + + if not has_sglang and not has_vllm: + print( + " ⚠ ERROR: Neither sglang nor vllm detected" + " — Docker image must have exactly one" + ) + self.critical_failures.append( + "No inference backend installed (need either sglang or vllm)" + ) + self.add_additional_package("megatron-core", "==0.13.1", required=True) self.add_additional_package("mbridge", "==0.13.0", required=True) diff --git a/areal/tools/validation_base.py b/areal/tools/validation_base.py index a2842eead6..d8106601d8 100644 --- a/areal/tools/validation_base.py +++ b/areal/tools/validation_base.py @@ -25,7 +25,13 @@ class BaseInstallationValidator: - """Base class for validating installation dependencies.""" + """Base class for validating installation dependencies. + + Note: sglang and vllm are intentionally excluded from CRITICAL_PACKAGES + because they are mutually exclusive inference backends. Subclasses must + validate them dynamically based on the environment (e.g., + DockerInstallationValidator detects which variant is installed at runtime). + """ # Map package names to their import names (when different) PACKAGE_IMPORT_MAP = { @@ -62,7 +68,8 @@ class BaseInstallationValidator: "torch", "transformers", "flash-attn", - "sglang", + # sglang/vllm are NOT listed here — they are mutually exclusive + # and should be validated dynamically by subclasses "megatron-core", "mbridge", "ray", diff --git a/docs/en/tutorial/installation.md b/docs/en/tutorial/installation.md index 27a7039207..c4e207293f 100644 --- a/docs/en/tutorial/installation.md +++ b/docs/en/tutorial/installation.md @@ -97,9 +97,15 @@ Activation is required before running `pre-commit` or `git commit`. If you use `uv run ` instead, activation is not needed as `uv run` automatically uses the virtual environment. -This installs all CUDA-dependent packages including SGLang, vLLM, Megatron, Flash -Attention, etc. These packages require Linux x86_64 with CUDA 12.x and compatible NVIDIA -drivers. +This installs CUDA-dependent training packages (Megatron, Flash Attention, Torch Memory +Saver) plus **SGLang** as the default inference backend. These packages require Linux +x86_64 with CUDA 12.x and compatible NVIDIA drivers. + +If you prefer **vLLM** as the inference backend instead of SGLang: + +```bash +uv sync --extra cuda-train --extra vllm +``` The same command also works on macOS and Linux without CUDA support. CUDA packages are automatically skipped via platform markers. However, training and inference features @@ -113,15 +119,17 @@ You can also install individual extras instead of the full `cuda` bundle: - `megatron`: Megatron training backend - `tms`: Torch Memory Saver - `flash-attn`: Flash Attention v2 -- `cuda`: All of the above (convenience extra) +- `cuda-train`: Training packages only (megatron + tms + flash-attn, no inference + backend) +- `cuda`: cuda-train + sglang (default, backward-compatible) -**Note**: You can install these extras individually: +**Note**: You can mix and match individual extras: ```bash -# If you do not need SGLang and Megatron +# vLLM with just flash-attn (no megatron, no tms) uv sync --extra vllm --extra flash-attn -# If you encounter connection issues when installing flash-attn -uv sync --extra vllm --extra sglang --extra megatron --extra tms +# vLLM with all training packages +uv sync --extra cuda-train --extra vllm ``` ### Additional CUDA Packages (Optional, Manual Installation) diff --git a/docs/zh/tutorial/installation.md b/docs/zh/tutorial/installation.md index cedd3262a3..43a73bb50d 100644 --- a/docs/zh/tutorial/installation.md +++ b/docs/zh/tutorial/installation.md @@ -82,8 +82,14 @@ uv sync --extra cuda # uv sync --group dev ``` -这将安装所有 CUDA 依赖的包,包括 SGLang、vLLM、Megatron、Flash Attention 等。这些包需要 Linux x86_64 和 CUDA -12.x 及兼容的 NVIDIA 驱动。 +这将安装 CUDA 依赖的训练包(Megatron、Flash Attention、Torch Memory Saver)以及 **SGLang** +作为默认推理后端。这些包需要 Linux x86_64 和 CUDA 12.x 及兼容的 NVIDIA 驱动。 + +如果您希望使用 **vLLM** 作为推理后端而非 SGLang: + +```bash +uv sync --extra cuda-train --extra vllm +``` 同样的命令也适用于 macOS 和不带 CUDA 支持的 Linux。CUDA 包会通过平台标记自动跳过。但是,需要 CUDA 的训练和推理功能将不可用。此配置仅适用于开发、测试和非 GPU 工作流。 @@ -95,15 +101,16 @@ uv sync --extra cuda - `megatron`:Megatron 训练后端 - `tms`:Torch Memory Saver - `flash-attn`:Flash Attention v2 -- `cuda`:上述所有(便捷 extra) +- `cuda-train`:仅训练包(megatron + tms + flash-attn,不含推理后端) +- `cuda`:cuda-train + sglang(默认,向后兼容) -**注意**:您可以单独安装这些 extra: +**注意**:您可以混合搭配各个 extra: ```bash -# 如果不需要 SGLang 和 Megatron +# vLLM 仅带 flash-attn(不含 megatron 和 tms) uv sync --extra vllm --extra flash-attn -# 如果安装 flash-attn 时遇到连接问题 -uv sync --extra vllm --extra sglang --extra megatron --extra tms +# vLLM 加所有训练包 +uv sync --extra cuda-train --extra vllm ``` ### 额外的 CUDA 包(可选,手动安装) diff --git a/pyproject.toml b/pyproject.toml index 4afd604321..bab41b78a8 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -43,7 +43,6 @@ classifiers = [ dependencies = [ # Core ML/AI libraries "torch>=2.9.1,<2.10", - "torchao==0.15.0", "torchaudio", "torchvision", "torchdata", @@ -151,17 +150,18 @@ megatron = [ "megatron-core==0.13.1; sys_platform == 'linux' and platform_machine == 'x86_64'", "mbridge==0.13.0; sys_platform == 'linux' and platform_machine == 'x86_64'", ] -# Convenience extra for all CUDA packages (requires Linux x86_64 with CUDA) -cuda = [ - "areal[vllm]", - "areal[sglang]", +# Convenience extra for CUDA training packages (no inference backend) +# Install with --extra sglang or --extra vllm for a complete setup +cuda-train = [ "areal[tms]", "areal[megatron]", "areal[flash-attn]", ] -# 'all' extra - kept for compatibility, CUDA packages skipped on non-Linux via markers -all = [ - "areal[cuda]", +# Backward-compatible: `uv sync --extra cuda` installs training packages + sglang. +# For vllm instead, use: uv sync --extra cuda-train --extra vllm +cuda = [ + "areal[cuda-train]", + "areal[sglang]", ] [project.urls] @@ -206,15 +206,23 @@ environments = [ "sys_platform == 'darwin' and platform_machine == 'arm64'", "sys_platform == 'darwin' and platform_machine == 'x86_64'", ] +conflicts = [ + [ + { extra = "sglang" }, + { extra = "vllm" }, + ], + # cuda includes sglang, so it also conflicts with vllm + [ + { extra = "cuda" }, + { extra = "vllm" }, + ], +] override-dependencies = [ - "torchao==0.15.0", - "openai>2.6.1", + # litellm[proxy] conflicts with sglang's exact pins: + # - litellm requires openai>=2.8.0, sglang pins openai==2.6.1 + # - litellm requires soundfile>=0.12.1,<0.13.0, sglang pins soundfile==0.13.1 + "openai>=2.8.0", "soundfile>=0.12.1,<0.13.0", - "outlines-core==0.1.26", - "grpcio>=1.76.0", - "grpcio-reflection>=1.76.0", - "xgrammar == 0.1.29; platform_machine == 'x86_64' or platform_machine == 'aarch64' or platform_machine == 'arm64' or platform_machine == 's390x' or platform_machine == 'ppc64le'", - "llguidance >= 1.3.0, < 1.4.0; platform_machine == 'x86_64' or platform_machine == 'arm64' or platform_machine == 'aarch64' or platform_machine == 's390x' or platform_machine == 'ppc64le'", ] [tool.uv.extra-build-dependencies] @@ -238,6 +246,8 @@ markers = [ "ci: mark test as must-run in CI (only marked for slow tests).", "gpu: mark test that uses a single GPU", "multi_gpu: mark test that uses more than one GPU", + "sglang: mark test that requires the SGLang inference backend", + "vllm: mark test that requires the vLLM inference backend", ] # ============================================================================= diff --git a/tests/experimental/openai/test_client.py b/tests/experimental/openai/test_client.py index 90969d5cc1..32b4ffc59b 100644 --- a/tests/experimental/openai/test_client.py +++ b/tests/experimental/openai/test_client.py @@ -16,6 +16,7 @@ from areal.utils import network, seeding from areal.utils.hf_utils import load_hf_tokenizer +pytestmark = pytest.mark.sglang EXPR_NAME = "test_openai" TRIAL_NAME = "trial_0" MODEL_PATH = get_model_path( diff --git a/tests/experimental/openai/test_client_with_tool.py b/tests/experimental/openai/test_client_with_tool.py index 91df5a0aaf..c63a7b2056 100644 --- a/tests/experimental/openai/test_client_with_tool.py +++ b/tests/experimental/openai/test_client_with_tool.py @@ -16,6 +16,7 @@ from areal.utils import network, seeding from areal.utils.hf_utils import load_hf_tokenizer +pytestmark = pytest.mark.sglang EXPR_NAME = "test_openai" TRIAL_NAME = "trial_0" MODEL_PATH = get_model_path( diff --git a/tests/experimental/openai/test_proxy_integration.py b/tests/experimental/openai/test_proxy_integration.py index daa5214020..5c9d8f92d0 100644 --- a/tests/experimental/openai/test_proxy_integration.py +++ b/tests/experimental/openai/test_proxy_integration.py @@ -23,6 +23,7 @@ from areal.infra.utils.proc import kill_process_tree from areal.utils import network, seeding +pytestmark = pytest.mark.sglang # ============================================================================= # Test Configuration # ============================================================================= diff --git a/tests/experimental/openai/test_tool_call_parser.py b/tests/experimental/openai/test_tool_call_parser.py index b6e55ee8f0..4c645f223a 100644 --- a/tests/experimental/openai/test_tool_call_parser.py +++ b/tests/experimental/openai/test_tool_call_parser.py @@ -1,7 +1,13 @@ +import pytest + +# This module requires sglang (tool_call_parser imports sglang internals) +pytest.importorskip("sglang", reason="sglang is required for tool_call_parser tests") +pytestmark = pytest.mark.sglang + # Tools constructed as Iterable[ChatCompletionToolParam] -from openai.types.chat import ChatCompletionToolParam +from openai.types.chat import ChatCompletionToolParam # noqa: E402 -from areal.experimental.openai.tool_call_parser import process_tool_calls +from areal.experimental.openai.tool_call_parser import process_tool_calls # noqa: E402 tools: list[ChatCompletionToolParam] = [ { diff --git a/tests/grpo/config_archon.yaml b/tests/grpo/config.yaml similarity index 87% rename from tests/grpo/config_archon.yaml rename to tests/grpo/config.yaml index 80137ff42c..e3a0644ea8 100644 --- a/tests/grpo/config_archon.yaml +++ b/tests/grpo/config.yaml @@ -1,10 +1,14 @@ +# Unified GRPO test config. +# Backend-specific values (allocation_mode, optimizer) are overridden via CLI. experiment_name: tests-grpo trial_name: trial +scheduler: + type: local cluster: n_nodes: 1 n_gpus_per_node: 2 fileroot: /tmp/areal/experiments -allocation_mode: sglang:d1+archon:d1 +allocation_mode: sglang:d1+fsdp:d1 seed: 1 total_train_epochs: 1 total_train_steps: 16 @@ -33,6 +37,10 @@ recover: sglang: model_path: ${actor.path} random_seed: ${seed} +vllm: + model: ${actor.path} + seed: ${seed} + skip_tokenizer_init: false gconfig: n_samples: 4 max_new_tokens: 1024 @@ -42,6 +50,7 @@ rollout: trial_name: ${trial_name} consumer_batch_size: ${train_dataset.batch_size} scheduling_spec: ${actor.scheduling_spec} + max_head_offpolicyness: 2 actor: experiment_name: ${experiment_name} diff --git a/tests/grpo/config_fsdp.yaml b/tests/grpo/config_fsdp.yaml deleted file mode 100644 index f078c3398b..0000000000 --- a/tests/grpo/config_fsdp.yaml +++ /dev/null @@ -1,83 +0,0 @@ -experiment_name: tests-grpo -trial_name: trial -cluster: - n_nodes: 1 - n_gpus_per_node: 2 - fileroot: /tmp/areal/experiments -allocation_mode: sglang:d1p1t1+d1p1t1 -seed: 1 -total_train_epochs: 1 -total_train_steps: 16 -tokenizer_path: ${actor.path} -train_dataset: - path: openai/gsm8k - batch_size: 64 - max_length: 512 - type: rl -saver: - experiment_name: ${experiment_name} - trial_name: ${trial_name} - fileroot: ${cluster.fileroot} -evaluator: - experiment_name: ${experiment_name} - trial_name: ${trial_name} - fileroot: ${cluster.fileroot} -stats_logger: - experiment_name: ${experiment_name} - trial_name: ${trial_name} - fileroot: ${cluster.fileroot} -recover: - experiment_name: ${experiment_name} - trial_name: ${trial_name} - fileroot: ${cluster.fileroot} -sglang: - model_path: ${actor.path} - random_seed: ${seed} -gconfig: - n_samples: 4 - max_new_tokens: 1024 - -rollout: - experiment_name: ${experiment_name} - trial_name: ${trial_name} - consumer_batch_size: ${train_dataset.batch_size} - scheduling_spec: ${actor.scheduling_spec} - -actor: - experiment_name: ${experiment_name} - trial_name: ${trial_name} - path: Qwen/Qwen3-0.6B - mb_spec: - max_tokens_per_mb: 4096 - optimizer: - type: adam - lr: 1.70e-5 - weight_decay: 0.017 - beta1: 0.9 - beta2: 0.999 - eps: 1e-8 - lr_scheduler_type: constant - gradient_clipping: 1.0 - warmup_steps_proportion: 0.001 - recompute_logprob: true - use_decoupled_loss: true - kl_ctl: 0.0 - adv_norm: - mean_level: batch - std_level: batch - scheduling_spec: - - task_type: worker - port_count: 2 - gpu: 1 - cpu: 4 - mem: 32 - cmd: python3 -m areal.infra.rpc.rpc_server - env_vars: {} - -ref: - experiment_name: ${experiment_name} - trial_name: ${trial_name} - path: ${actor.path} - mb_spec: - max_tokens_per_mb: 4096 - scheduling_spec: ${actor.scheduling_spec} diff --git a/tests/grpo/config_megatron.yaml b/tests/grpo/config_megatron.yaml deleted file mode 100644 index ef0648844c..0000000000 --- a/tests/grpo/config_megatron.yaml +++ /dev/null @@ -1,83 +0,0 @@ -experiment_name: tests-grpo -trial_name: trial -cluster: - n_nodes: 1 - n_gpus_per_node: 2 - fileroot: /tmp/areal/experiments -allocation_mode: sglang:d1+megatron:d1 -seed: 1 -total_train_epochs: 1 -total_train_steps: 16 -tokenizer_path: ${actor.path} -train_dataset: - path: openai/gsm8k - batch_size: 64 - max_length: 512 - type: rl -saver: - experiment_name: ${experiment_name} - trial_name: ${trial_name} - fileroot: ${cluster.fileroot} -evaluator: - experiment_name: ${experiment_name} - trial_name: ${trial_name} - fileroot: ${cluster.fileroot} -stats_logger: - experiment_name: ${experiment_name} - trial_name: ${trial_name} - fileroot: ${cluster.fileroot} -recover: - experiment_name: ${experiment_name} - trial_name: ${trial_name} - fileroot: ${cluster.fileroot} -sglang: - model_path: ${actor.path} - random_seed: ${seed} -gconfig: - n_samples: 4 - max_new_tokens: 1024 - -rollout: - experiment_name: ${experiment_name} - trial_name: ${trial_name} - consumer_batch_size: ${train_dataset.batch_size} - scheduling_spec: ${actor.scheduling_spec} - -actor: - experiment_name: ${experiment_name} - trial_name: ${trial_name} - path: Qwen/Qwen3-0.6B - mb_spec: - max_tokens_per_mb: 4096 - optimizer: - type: adam - lr: 3e-6 - weight_decay: 0.003 - beta1: 0.9 - beta2: 0.999 - eps: 1e-8 - lr_scheduler_type: constant - gradient_clipping: 1.0 - warmup_steps_proportion: 0.001 - recompute_logprob: true - use_decoupled_loss: true - kl_ctl: 0.0 - adv_norm: - mean_level: batch - std_level: batch - scheduling_spec: - - task_type: worker - port_count: 2 - gpu: 1 - cpu: 4 - mem: 32 - cmd: python3 -m areal.infra.rpc.rpc_server - env_vars: {} - -ref: - experiment_name: ${experiment_name} - trial_name: ${trial_name} - path: ${actor.path} - mb_spec: - max_tokens_per_mb: 4096 - scheduling_spec: ${actor.scheduling_spec} diff --git a/tests/grpo/entrypoint.py b/tests/grpo/entrypoint.py index 806635c8aa..f7d3382d18 100644 --- a/tests/grpo/entrypoint.py +++ b/tests/grpo/entrypoint.py @@ -7,8 +7,6 @@ from areal import PPOTrainer from areal.api.cli_args import GRPOConfig, load_expr_config from areal.dataset import get_custom_dataset -from areal.reward import gsm8k_reward_fn -from areal.utils import stats_tracker from areal.utils.hf_utils import load_hf_tokenizer from areal.workflow import RLVRWorkflow @@ -22,7 +20,7 @@ def __init__(self, *args, **kwargs): def _export_and_commit_stats(self, epoch, epoch_step, global_step): # Collect stats before committing - stats = stats_tracker.export_all(reduce_group=self.actor.data_parallel_group) + stats = self.actor.export_stats() self.rewards_history.append(stats["ppo_actor/task_reward/avg"]) @@ -41,14 +39,15 @@ def main() -> None: train_dataset=train_dataset, valid_dataset=None, ) as trainer: - workflow = RLVRWorkflow( - reward_fn=gsm8k_reward_fn, + workflow = RLVRWorkflow + workflow_kwargs = dict( + reward_fn="areal.reward.gsm8k_reward_fn", gconfig=config.gconfig, tokenizer=trainer.tokenizer, enable_thinking=False, ) - trainer.train(workflow) + trainer.train(workflow, workflow_kwargs=workflow_kwargs) # Save rewards to JSON for test assertions if dist.get_rank() == 0: diff --git a/tests/grpo/test_grpo.py b/tests/grpo/test_grpo.py index ca77785557..9499723946 100644 --- a/tests/grpo/test_grpo.py +++ b/tests/grpo/test_grpo.py @@ -1,26 +1,44 @@ import json import os +import subprocess import sys from dataclasses import asdict +from pathlib import Path import pytest import yaml -from sh import Command from tests.utils import get_dataset_path, get_model_path from areal.api.cli_args import GRPOConfig, load_expr_config +# Each (training_backend, inference_backend) pair and its pytest mark. +_SGLANG_CASES = [ + pytest.param("fsdp", "sglang", id="fsdp-sglang", marks=pytest.mark.sglang), + pytest.param("megatron", "sglang", id="megatron-sglang", marks=pytest.mark.sglang), + pytest.param("archon", "sglang", id="archon-sglang", marks=pytest.mark.sglang), +] +_VLLM_CASES = [ + pytest.param("fsdp", "vllm", id="fsdp-vllm", marks=pytest.mark.vllm), + pytest.param("megatron", "vllm", id="megatron-vllm", marks=pytest.mark.vllm), + pytest.param("archon", "vllm", id="archon-vllm", marks=pytest.mark.vllm), +] -@pytest.mark.parametrize("backend", ["fsdp", "megatron", "archon"]) -def test_grpo(tmp_path: str, backend: str) -> None: +# Megatron uses a smaller learning rate and weight decay than FSDP/Archon. +_MEGATRON_OVERRIDES = [ + "actor.optimizer.lr=3e-6", + "actor.optimizer.weight_decay=0.003", +] + + +@pytest.mark.parametrize(("backend", "inference"), _SGLANG_CASES + _VLLM_CASES) +def test_grpo(tmp_path: Path, backend: str, inference: str) -> None: base_dir = os.path.dirname(os.path.abspath(__file__)) - config_path = os.path.join(base_dir, f"config_{backend}.yaml") + config_path = os.path.join(base_dir, "config.yaml") - # Wrap over the original config to use local models/datasets if possible + # Load unified config and resolve local model/dataset paths config, _ = load_expr_config(["--config", config_path], GRPOConfig) - # Use get_model_path to check local or download from HuggingFace local_model_path = config.actor.path.replace("/", "__") model_path = get_model_path( os.path.join("/storage/openpsi/models", local_model_path), @@ -30,8 +48,8 @@ def test_grpo(tmp_path: str, backend: str) -> None: config.ref.path = model_path config.tokenizer_path = model_path config.sglang.model_path = model_path + config.vllm.model = model_path - # Use get_dataset_path to check local or download from HuggingFace local_dataset_path = config.train_dataset.path.replace("/", "__") dataset_path = get_dataset_path( os.path.join("/storage/openpsi/data", local_dataset_path), @@ -39,7 +57,7 @@ def test_grpo(tmp_path: str, backend: str) -> None: ) config.train_dataset.path = dataset_path - # save new config + # Save resolved config (model/dataset paths baked in) os.makedirs(os.path.join(tmp_path, "config"), exist_ok=True) with open(os.path.join(tmp_path, "config", "config.yaml"), "w") as f: yaml.dump( @@ -49,19 +67,25 @@ def test_grpo(tmp_path: str, backend: str) -> None: sort_keys=False, ) - cmd = ( - Command("python") - .bake(m="areal.infra.launcher.local") - .bake(os.path.join(base_dir, "entrypoint.py")) - ) + # Build CLI overrides for backend-specific values + cli_overrides = [ + f"allocation_mode='{inference}:d1+{backend}:d1'", + ] + if backend == "megatron": + cli_overrides.extend(_MEGATRON_OVERRIDES) - cmd( + cmd = [ + sys.executable, + os.path.join(base_dir, "entrypoint.py"), + "--config", + os.path.join(tmp_path, "config", "config.yaml"), f"cluster.fileroot={tmp_path}", - config=os.path.join(tmp_path, "config", "config.yaml"), - _err=sys.stderr, - _out=sys.stdout, - _env=os.environ, - _ok_code=1, # AReaL exits with code 1 even when successful. + *cli_overrides, + ] + + result = subprocess.run(cmd, stdout=sys.stdout, stderr=sys.stderr, env=os.environ) + assert result.returncode == 0, ( + f"GRPO subprocess failed with exit code {result.returncode}" ) with open(os.path.join(tmp_path, "rewards.json")) as f: diff --git a/tests/test_examples.py b/tests/test_examples.py index 521f83a89b..e6e3587518 100644 --- a/tests/test_examples.py +++ b/tests/test_examples.py @@ -120,6 +120,7 @@ async def run_example( return success +@pytest.mark.sglang @pytest.mark.multi_gpu def test_countdown_example(tmp_path_factory): experiments_path = tmp_path_factory.mktemp("experiments") @@ -179,6 +180,7 @@ def test_countdown_example(tmp_path_factory): ("sglang:d1+megatron:d1", True), ], ) +@pytest.mark.sglang @pytest.mark.multi_gpu @pytest.mark.ci def test_gsm8k_grpo(tmp_path_factory, alloc_mode, single_controller): @@ -266,6 +268,7 @@ def test_gsm8k_sft(tmp_path_factory, alloc_mode, single_controller): assert success, f"GSM8K SFT example failed (single_controller={single_controller})" +@pytest.mark.sglang @pytest.mark.gpu def test_gsm8k_eval(tmp_path_factory): experiments_path = tmp_path_factory.mktemp("experiments") @@ -297,6 +300,7 @@ def test_gsm8k_eval(tmp_path_factory): assert success, "GSM8K Eval example failed" +@pytest.mark.sglang @pytest.mark.skip("Currently VLM dataloading is too slow. Needs to be fixed.") @pytest.mark.multi_gpu def test_vlm_grpo(tmp_path_factory): @@ -369,6 +373,7 @@ def test_vlm_sft(tmp_path_factory): assert success, "CLEVR Count 70k SFT example failed" +@pytest.mark.sglang @pytest.mark.multi_gpu def test_gsm8k_ppo(tmp_path_factory): experiments_path = tmp_path_factory.mktemp("experiments") @@ -404,7 +409,10 @@ def test_gsm8k_ppo(tmp_path_factory): @pytest.mark.parametrize( "alloc_mode", - ["sglang:d1+fsdp:d1", "vllm:d1+fsdp:d1"], + [ + pytest.param("sglang:d1+fsdp:d1", marks=pytest.mark.sglang), + pytest.param("vllm:d1+fsdp:d1", marks=pytest.mark.vllm), + ], ) @pytest.mark.multi_gpu def test_gsm8k_grpo_lora(tmp_path_factory, alloc_mode): @@ -440,6 +448,7 @@ def test_gsm8k_grpo_lora(tmp_path_factory, alloc_mode): assert success, "GSM8K GRPO LoRA example failed" +@pytest.mark.sglang @pytest.mark.multi_gpu def test_multi_turn_math(tmp_path_factory): experiments_path = tmp_path_factory.mktemp("experiments") @@ -502,6 +511,7 @@ def test_hhrlhf_rw(tmp_path_factory): assert success, "HH-RLHF Reward Modeling example failed" +@pytest.mark.sglang @pytest.mark.multi_gpu def test_tir_grpo(tmp_path_factory): experiments_path = tmp_path_factory.mktemp("experiments") @@ -534,6 +544,7 @@ def test_tir_grpo(tmp_path_factory): assert success, "TIR GRPO example failed" +@pytest.mark.sglang @pytest.mark.multi_gpu def test_search_agent_deepresearch(tmp_path_factory): experiments_path = tmp_path_factory.mktemp("experiments") @@ -613,6 +624,7 @@ def test_search_agent_deepresearch(tmp_path_factory): kill_process_tree(llm_judge_proc.pid, graceful=False) +@pytest.mark.sglang @pytest.mark.multi_gpu def test_openai_agents(tmp_path_factory): experiments_path = tmp_path_factory.mktemp("experiments") @@ -644,6 +656,7 @@ def test_openai_agents(tmp_path_factory): raise RuntimeError("OpenAI Agents example failed") +@pytest.mark.sglang @pytest.mark.multi_gpu def test_camel(tmp_path_factory): try: @@ -677,6 +690,7 @@ def test_camel(tmp_path_factory): raise RuntimeError("Camel Math example failed") +@pytest.mark.sglang @pytest.mark.multi_gpu def test_openai_proxy(tmp_path_factory): experiments_path = tmp_path_factory.mktemp("experiments") @@ -713,6 +727,7 @@ def test_openai_proxy(tmp_path_factory): raise RuntimeError("OpenAI Proxy example failed") +@pytest.mark.sglang @pytest.mark.multi_gpu def test_tau2(tmp_path_factory): """Test tau2 airline domain training with a user LLM server. @@ -838,6 +853,7 @@ def test_tau2(tmp_path_factory): kill_process_tree(user_llm_proc.pid, graceful=False) +@pytest.mark.sglang @pytest.mark.multi_gpu def test_openclaw_online_rl(tmp_path_factory): """Test openclaw online RL training via demo lifecycle (HTTP requests). diff --git a/tests/test_fsdp_engine_nccl.py b/tests/test_fsdp_engine_nccl.py index a99b31d866..68c7b75ab7 100644 --- a/tests/test_fsdp_engine_nccl.py +++ b/tests/test_fsdp_engine_nccl.py @@ -15,6 +15,7 @@ from areal.engine import FSDPEngine, RemoteSGLangEngine from areal.utils import network +pytestmark = pytest.mark.sglang EXPR_NAME = "test_fsdp_engine_nccl" TRIAL_NAME = "trial_nccl" MODEL_PATH = get_model_path( diff --git a/tests/test_inference_engines.py b/tests/test_inference_engines.py index da30aab9ac..c3c05162c3 100644 --- a/tests/test_inference_engines.py +++ b/tests/test_inference_engines.py @@ -24,6 +24,7 @@ ) IS_VLLM_INSTALLED = is_available("vllm") +IS_SGLANG_INSTALLED = is_available("sglang") def _dummy_reward_fn(*args, **kwargs): @@ -31,7 +32,13 @@ def _dummy_reward_fn(*args, **kwargs): return 1.0 -@pytest.fixture(params=["vllm", "sglang"], scope="module") +@pytest.fixture( + params=[ + pytest.param("vllm", marks=pytest.mark.vllm), + pytest.param("sglang", marks=pytest.mark.sglang), + ], + scope="module", +) def inference_engine(request): """Fixture for remote inference engines only (vLLM and SGLang).""" backend = request.param @@ -50,19 +57,21 @@ def inference_engine(request): dist_port = network.find_free_ports(1)[0] host = network.gethostip() - # Configure SGLang - sglang_config = SGLangConfig( - skip_tokenizer_init=True, - model_path=MODEL_PATH, - mem_fraction_static=0.2, - context_length=128, - ) - sglang_args = SGLangConfig.build_args( - sglang_config=sglang_config, - tp_size=1, - base_gpu_id=0, - dist_init_addr=f"{host}:{dist_port}", - ) + # Configure SGLang (only when sglang is installed) + sglang_args = None + if IS_SGLANG_INSTALLED: + sglang_config = SGLangConfig( + skip_tokenizer_init=True, + model_path=MODEL_PATH, + mem_fraction_static=0.2, + context_length=128, + ) + sglang_args = SGLangConfig.build_args( + sglang_config=sglang_config, + tp_size=1, + base_gpu_id=0, + dist_init_addr=f"{host}:{dist_port}", + ) # Configure vLLM vllm_config = vLLMConfig( @@ -85,7 +94,9 @@ def inference_engine(request): engine_class = RemotevLLMEngine server_args = vllm_args else: # sglang - from areal.engine import RemoteSGLangEngine + if not IS_SGLANG_INSTALLED: + pytest.skip("SGLang is not installed") + from areal.engine.sglang_remote import RemoteSGLangEngine engine_class = RemoteSGLangEngine server_args = sglang_args diff --git a/tests/test_rollout_controller.py b/tests/test_rollout_controller.py index 7f3090363c..818d15ab9f 100644 --- a/tests/test_rollout_controller.py +++ b/tests/test_rollout_controller.py @@ -20,7 +20,6 @@ SchedulingSpec, SGLangConfig, ) -from areal.engine import RemoteSGLangEngine from areal.infra import RolloutController from areal.infra.scheduler.local import LocalScheduler from areal.utils.hf_utils import load_hf_tokenizer @@ -1004,10 +1003,13 @@ def test_parametrized_capacity_settings( ) +@pytest.mark.sglang @pytest.mark.parametrize("model_path", [QWEN3_PATH]) @pytest.mark.slow @pytest.mark.ci def test_rollout_controller_integration(tmp_path, model_path): + from areal.engine.sglang_remote import RemoteSGLangEngine + tokenizer = load_hf_tokenizer(model_path) fileroot = tmp_path / "fileroot" fileroot.mkdir() diff --git a/uv.lock b/uv.lock index e27f74b1d9..b060e1dd38 100644 --- a/uv.lock +++ b/uv.lock @@ -17,17 +17,18 @@ supported-markers = [ "platform_machine == 'arm64' and sys_platform == 'darwin'", "platform_machine == 'x86_64' and sys_platform == 'darwin'", ] +conflicts = [[ + { package = "areal", extra = "sglang" }, + { package = "areal", extra = "vllm" }, +], [ + { package = "areal", extra = "cuda" }, + { package = "areal", extra = "vllm" }, +]] [manifest] overrides = [ - { name = "grpcio", specifier = ">=1.76.0" }, - { name = "grpcio-reflection", specifier = ">=1.76.0" }, - { name = "llguidance", marker = "platform_machine == 'aarch64' or platform_machine == 'arm64' or platform_machine == 'ppc64le' or platform_machine == 's390x' or platform_machine == 'x86_64'", specifier = ">=1.3.0,<1.4.0" }, - { name = "openai", specifier = ">2.6.1" }, - { name = "outlines-core", specifier = "==0.1.26" }, + { name = "openai", specifier = ">=2.8.0" }, { name = "soundfile", specifier = ">=0.12.1,<0.13.0" }, - { name = "torchao", specifier = "==0.15.0" }, - { name = "xgrammar", marker = "platform_machine == 'aarch64' or platform_machine == 'arm64' or platform_machine == 'ppc64le' or platform_machine == 's390x' or platform_machine == 'x86_64'", specifier = "==0.1.29" }, ] [[package]] @@ -35,13 +36,13 @@ name = "accelerate" version = "1.12.0" source = { registry = "https://pypi.org/simple" } dependencies = [ - { name = "huggingface-hub", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, - { name = "numpy", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, - { name = "packaging", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, - { name = "psutil", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, - { name = "pyyaml", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, - { name = "safetensors", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, - { name = "torch", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "huggingface-hub", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm')" }, + { name = "numpy", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm')" }, + { name = "packaging", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or 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== 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm')" }, + { name = "pyyaml", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 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["dashboard"], marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm')" }, + { name = "tabulate", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm')" }, + { name = "tenacity", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm')" }, + { name = "tensorboardx", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm')" }, + { name = "timeout-decorator", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm')" }, + { name = "torch", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm')" }, + { name = "torchaudio", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm')" }, + { name = "torchdata", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm')" }, + { name = "torchvision", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm')" }, + { name = "tqdm", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm')" }, + { name = "transformers", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm')" }, + { name = "uvicorn", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm')" }, + { name = "uvloop", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm')" }, + { name = "wandb", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm')" }, + { name = "wheel", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm')" }, + { name = "word2number", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm')" }, ] [package.optional-dependencies] -all = [ - { name = "flash-attn", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" }, - { name = "mbridge", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" }, - { name = "megatron-core", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" }, - { name = "sglang", extra = ["tracing"], marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" }, - { name = "torch-memory-saver", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, - { name = "vllm", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" }, -] cuda = [ { name = "flash-attn", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" }, { name = "mbridge", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" }, { name = "megatron-core", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" }, - { name = "sglang", extra = ["tracing"], marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" }, + { name = "sglang", extra = ["tracing"], marker = "(platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-5-areal-cuda') or (platform_machine != 'x86_64' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (platform_machine != 'x86_64' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform != 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform != 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (extra != 'extra-5-areal-cuda' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm')" }, { name = "torch-memory-saver", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, - { name = "vllm", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" }, +] +cuda-train = [ + { name = "flash-attn", marker = "(platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine != 'x86_64' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (platform_machine != 'x86_64' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform != 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform != 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm')" }, + { name = "mbridge", marker = "(platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine != 'x86_64' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (platform_machine != 'x86_64' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform != 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform != 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm')" }, + { name = "megatron-core", marker = "(platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine != 'x86_64' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (platform_machine != 'x86_64' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform != 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform != 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm')" }, + { name = "torch-memory-saver", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform != 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm')" }, ] flash-attn = [ - { name = "flash-attn", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" }, + { name = "flash-attn", marker = "(platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine != 'x86_64' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (platform_machine != 'x86_64' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform != 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform != 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm')" }, ] megatron = [ - { name = "mbridge", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" }, - { name = "megatron-core", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" }, + { name = "mbridge", marker = "(platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine != 'x86_64' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (platform_machine != 'x86_64' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform != 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform != 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm')" }, + { name = "megatron-core", marker = "(platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine != 'x86_64' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (platform_machine != 'x86_64' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform != 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform != 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm')" }, ] sglang = [ - { name = "sglang", extra = ["tracing"], marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" }, + { name = "sglang", extra = ["tracing"], marker = "(platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-5-areal-sglang') or (platform_machine != 'x86_64' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (platform_machine != 'x86_64' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform != 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform != 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (extra == 'extra-5-areal-cuda' and extra != 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm')" }, ] tms = [ - { name = "torch-memory-saver", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "torch-memory-saver", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform != 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm')" }, ] vllm = [ { name = "vllm", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" }, @@ -382,21 +391,21 @@ vllm = [ [package.dev-dependencies] dev = [ - { name = "clang-format", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, - { name = "ipython", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, - { name = "jupyter-book", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, - { name = "mdformat", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, - { name = "mdformat-frontmatter", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, - { name = "mdformat-gfm", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, - { name = "mdformat-tables", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, - { name = "plotly", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, - { name = "pre-commit", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, - { name = "pytest", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, - { name = "pytest-asyncio", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, - { name = "ruff", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, - { name = "sh", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, - { name = "sphinx", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, - { name = "sphinx-nefertiti", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "clang-format", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm')" }, + { name = "ipython", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm')" }, + { name = "jupyter-book", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm')" }, + { name = "mdformat", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm')" }, + { name = "mdformat-frontmatter", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm')" }, + { name = "mdformat-gfm", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm')" }, + { name = "mdformat-tables", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm')" }, + { name = "plotly", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm')" }, + { name = "pre-commit", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm')" }, + { name = "pytest", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm')" }, + { name = "pytest-asyncio", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm')" }, + { name = "ruff", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm')" }, + { name = "sh", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm')" }, + { name = "sphinx", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or 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and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm')" }, ] [package.metadata] @@ -404,12 +413,11 @@ requires-dist = [ { name = "aiofiles" }, { name = "aiohttp", specifier = ">=3.11.10" }, { name = "anthropic" }, - { name = "areal", extras = ["cuda"], marker = "extra == 'all'" }, - { name = "areal", extras = ["flash-attn"], marker = "extra == 'cuda'" }, - { name = "areal", extras = ["megatron"], marker = "extra == 'cuda'" }, + { name = "areal", extras = ["cuda-train"], marker = "extra == 'cuda'" }, + { name = "areal", extras = ["flash-attn"], marker = "extra == 'cuda-train'" }, + { name = "areal", extras = ["megatron"], marker = "extra == 'cuda-train'" }, { name = "areal", extras = ["sglang"], marker = "extra == 'cuda'" }, - { name = "areal", extras = ["tms"], marker = "extra == 'cuda'" }, - { name = "areal", extras = ["vllm"], marker = "extra == 'cuda'" }, + { name = "areal", extras = ["tms"], marker = "extra == 'cuda-train'" }, { name = "blosc" }, { name = "build", specifier = ">=1.2.1" }, { name = "claude-agent-sdk" }, @@ -477,7 +485,6 @@ requires-dist = [ { name = "timeout-decorator" }, { name = "torch", specifier = ">=2.9.1,<2.10" }, { name = "torch-memory-saver", marker = "sys_platform == 'linux' and extra == 'tms'", specifier = "==0.0.9" }, - { name = "torchao", specifier = "==0.15.0" }, { name = "torchaudio" }, { name = "torchdata" }, { name = "torchvision" }, @@ -490,7 +497,7 @@ requires-dist = [ { name = "wheel", specifier = ">=0.43.0" }, { name = "word2number" }, ] -provides-extras = ["sglang", "vllm", "tms", "flash-attn", "megatron", "cuda", "all"] +provides-extras = ["sglang", "vllm", "tms", "flash-attn", "megatron", "cuda-train", "cuda"] [package.metadata.requires-dev] dev = [ @@ -516,8 +523,8 @@ name = "arrow" version = "1.4.0" source = { registry = "https://pypi.org/simple" } dependencies = [ - { name = "python-dateutil", marker = "(platform_machine == 'arm64' and 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sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "azure-core", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or (sys_platform == 'darwin' and extra == 'extra-5-areal-sglang' and extra == 'extra-5-areal-vllm') or (sys_platform == 'linux' and extra == 'extra-5-areal-cuda' and extra == 'extra-5-areal-vllm') or 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